Vaibhav Rajan 















































Assistant Professor
School of Computing (SoC)
National University of Singapore (NUS)

Research Interests: 

Machine Learning, Algorithms, Applications in Healthcare and Bioinformatics

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I am looking for PhD students interested in the area of clinical data mining.
Please apply to the PhD program at DISA -> SoC -> NUS (here).
Postdoctoral opportunities also available. Please email me directly.

Current Projects:
- Deep multi-view matrix factorization based models for heterogeneous clinical and genomic data
- Copula based dependency models for computational phenotyping
- Temporal models for sparse, irregular clinical time series
- Predictive models for complications in critical care

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Peer-reviewed Publications:

    Area-wise:

     Patents
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Education:

  • PhD, Computer Science (2008 - 2012)
    • Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland
    • Topic: Algorithms and Statistical Methods in Large-Scale Phylogeny Inference
    • Advisor: Professor Bernard Moret
  • MS, Computer Science, EPFL, Switzerland (2006 - 2008)
  • BE, Computer Science, BITS, Pilani, India (2000 - 2004)
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Professional Appointments:
  • Chief Data Scientist (Founding Member), VideoKen (2017)
  • Visiting Faculty Member, IIIT-B (2016 - 2017)
  • Senior Research Scientist, Xerox Research Centre India (2016)
  • Research Scientist, Xerox Research Centre India (2012 - 2015)
  • Research Engineer, Hewlett Packard Labs (2004 - 2006)

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Reviewer/Program Committee Member: 

  • AAAI 2017
  • IJCAI 2016, 2018 
  • ACM CODS (2015, 2016, 2017)
  • Data Mining and Knowledge Discovery (ECML Journal Track)

Organizing Committee Member

  • ACM CODS-COMAD 2018
  • PACC (part of PAKDD 2016), 
  • XRCI Open 2016